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Pang H, Xin X, He J, Cui B, Guo D, Liu S, Yan Z, Liu C, Wang X, Nan J. Effect of NaCl Concentration on Microbiological Properties in NaCl Assistant Anaerobic Fermentation: Hydrolase Activity and Microbial Community Distribution. Front Microbiol 2020; 11:589222. [PMID: 33162967 PMCID: PMC7581909 DOI: 10.3389/fmicb.2020.589222] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2020] [Accepted: 09/14/2020] [Indexed: 01/27/2023] Open
Abstract
Previous studies have demonstrated that sludge hydrolysis and short-chain fatty acids (SCFAs) production were improved through NaCl assistant anaerobic fermentation. However, the effect of NaCl concentrations on hydrolase activity and microbial community structure was rarely reported. In this study, it was found that α-glucosidase activity and some carbohydrate-degrading bacteria were inhibited in NaCl tests, owing to their vulnerability to high NaCl concentration. Correspondingly, the microbial community richness and diversity were reduced compared with the control test, while the evenness was not affected by NaCl concentration. By contrast, the protease activity was increased in the presence of NaCl and reached the highest activity at the NaCl concentration of 20 g/L. The protein-degrading and SCFAs-producing bacteria (e.g., Clostridium algidicarnis and Proteiniclasticum) were enriched in the presence of NaCl, which were salt-tolerant.
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Affiliation(s)
- Heliang Pang
- School of Environment, Harbin Institute of Technology, Harbin, China
| | - Xiaodong Xin
- Department of Environmental Science and Engineering, Huaqiao University, Xiamen, China
| | - Junguo He
- School of Civil Engineering, Guangzhou University, Guangzhou, China
| | - Baihui Cui
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore
| | - Dabin Guo
- School of Environmental Science and Engineering, Huazhong University of Science and Technology, Wuhan, China.,Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore
| | - Shiming Liu
- Advanced Environmental Biotechnology Centre, Nanyang Environment and Water Research Institute, Nanyang Technological University, Singapore, Singapore
| | - Zhongsen Yan
- College of Civil Engineering, Fuzhou University, Fuzhou, China
| | - Chong Liu
- Frog Biotechnology Co., LTD, Harbin, China
| | - Xinyu Wang
- School of Environment, Harbin Institute of Technology, Harbin, China
| | - Jun Nan
- School of Environment, Harbin Institute of Technology, Harbin, China
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Lim JW, Shin KS, Ryu YS, Lee Y, Lee SK, Kim T. High-Throughput Screening of Acyl-CoA Thioesterase I Mutants Using a Fluid Array Platform. ACS OMEGA 2019; 4:21848-21854. [PMID: 31891062 PMCID: PMC6933594 DOI: 10.1021/acsomega.9b02826] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/01/2019] [Accepted: 11/26/2019] [Indexed: 06/10/2023]
Abstract
Screening target microorganisms from a mutated recombinant library plays a crucial role in advancing synthetic biology and metabolic engineering. However, conventional screening tools have several limitations regarding throughput, cost, and labor. Here, we used the fluid array platform to conduct high-throughput screening (HTS) that identified Escherichia coli 'TesA thioesterase mutants producing elevated yields of free fatty acids (FFAs) from a large (106) mutant library. A growth-based screening method using a TetA-RFP fusion sensing mechanism and a reporter-based screening method using high-level FFA producing mutants were employed to identify these mutants via HTS. The platform was able to cover >95% of the mutation library, and it screened target cells from many arrays of the fluid array platform so that a post-analysis could be conducted by gas chromatography. The 'TesA mutation of each isolated mutant showing improved FFA production in E. coli was characterized, and its enhanced FFA production capability was confirmed.
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Affiliation(s)
- Ji Won Lim
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
| | - Kwang Soo Shin
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
| | - Young Shin Ryu
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
| | - Yongjoo Lee
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
| | - Sung Kuk Lee
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
| | - Taesung Kim
- Department
of Biomedical Engineering, Department of Mechanical Engineering, and Department of
Chemical Engineering, Ulsan National Institute
of Science and Technology, 50 UNIST-gil, Eonyang-eup, Ulsan 44919, Republic
of Korea
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3
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Microbial Production of Fatty Acid via Metabolic Engineering and Synthetic Biology. BIOTECHNOL BIOPROC E 2019. [DOI: 10.1007/s12257-018-0374-6] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
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Grisewood MJ, Hernández-Lozada NJ, Thoden JB, Gifford NP, Mendez-Perez D, Schoenberger HA, Allan MF, Floy ME, Lai RY, Holden HM, Pfleger BF, Maranas CD. Computational Redesign of Acyl-ACP Thioesterase with Improved Selectivity toward Medium-Chain-Length Fatty Acids. ACS Catal 2017; 7:3837-3849. [PMID: 29375928 DOI: 10.1021/acscatal.7b00408] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/21/2022]
Abstract
Enzyme and metabolic engineering offer the potential to develop biocatalysts for converting natural resources into a wide range of chemicals. To broaden the scope of potential products beyond natural metabolites, methods of engineering enzymes to accept alternative substrates and/or perform novel chemistries must be developed. DNA synthesis can create large libraries of enzyme-coding sequences, but most biochemistries lack a simple assay to screen for promising enzyme variants. Our solution to this challenge is structure-guided mutagenesis in which optimization algorithms select the best sequences from libraries based on specified criteria (i.e. binding selectivity). Here, we demonstrate this approach by identifying medium-chain (C6-C12) acyl-ACP thioesterases through structure-guided mutagenesis. Medium-chain fatty acids, products of thioesterase-catalyzed hydrolysis, are limited in natural abundance compared to long-chain fatty acids; the limited supply leads to high costs of C6-C10 oleochemicals such as fatty alcohols, amines, and esters. Here, we applied computational tools to tune substrate binding to the highly-active 'TesA thioesterase in Escherichia coli. We used the IPRO algorithm to design thioesterase variants with enhanced C12- or C8-specificity while maintaining high activity. After four rounds of structure-guided mutagenesis, we identified three thioesterases with enhanced production of dodecanoic acid (C12) and twenty-seven thioesterases with enhanced production of octanoic acid (C8). The top variants reached up to 49% C12 and 50% C8 while exceeding native levels of total free fatty acids. A comparably sized library created by random mutagenesis failed to identify promising mutants. The chain length-preference of 'TesA and the best mutant were confirmed in vitro using acyl-CoA substrates. Molecular dynamics simulations, confirmed by resolved crystal structures, of 'TesA variants suggest that hydrophobic forces govern 'TesA substrate specificity. We expect that the design rules we uncovered and the thioesterase variants identified will be useful to metabolic engineering projects aimed at sustainable production of medium-chain oleochemicals.
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Affiliation(s)
- Matthew J. Grisewood
- Department
of Chemical Engineering, Pennsylvania State University, 158 Fenske Laboratory, University Park, Pennsylvania 16802, United States
| | - Néstor J. Hernández-Lozada
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - James B. Thoden
- Department
of Biochemistry, University of Wisconsin−Madison, 440 Henry Mall, Madison, Wisconsin 53706, United States
| | - Nathanael P. Gifford
- Department
of Chemical Engineering, Pennsylvania State University, 158 Fenske Laboratory, University Park, Pennsylvania 16802, United States
| | - Daniel Mendez-Perez
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Haley A. Schoenberger
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Matthew F. Allan
- Department
of Chemical Engineering, Pennsylvania State University, 158 Fenske Laboratory, University Park, Pennsylvania 16802, United States
| | - Martha E. Floy
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Rung-Yi Lai
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Hazel M. Holden
- Department
of Biochemistry, University of Wisconsin−Madison, 440 Henry Mall, Madison, Wisconsin 53706, United States
| | - Brian F. Pfleger
- Department
of Chemical and Biological Engineering, University of Wisconsin−Madison, 1415 Engineering Drive, Madison, Wisconsin 53706, United States
| | - Costas D. Maranas
- Department
of Chemical Engineering, Pennsylvania State University, 158 Fenske Laboratory, University Park, Pennsylvania 16802, United States
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Ukey R, Holmes WE, Bajpai R, Chistoserdov AY. Evaluation of thioesterases from Acinetobacter baylyi for production of free fatty acids. Can J Microbiol 2017; 63:321-329. [PMID: 28335611 DOI: 10.1139/cjm-2016-0458] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
Abstract
Acinetobacter baylyi is one of few Gram-negative bacteria capable of accumulating storage lipids in the form of triacylglycerides and wax esters, which makes it an attractive candidate for production of lipophilic products, including biofuel precursors. Thioesterases play a significant dual role in the triacylglyceride and wax ester biosynthesis by either providing or removing acyl-CoA from this pathway. Therefore, 4 different thioesterase genes were cloned from Acinetobacter baylyi ADP1 and expressed in Escherichia coli to investigate their contribution to free fatty acids (FFAs) accumulation. Overexpression of the genes tesA' (a leaderless form of the gene tesA) and tesC resulted in increased accumulation of FFAs when compared with the host E. coli strain. Overexpression of tesA' showed a 1.87-fold increase in production of long-chain fatty acids (C16 to C18) over the host strain. Unlike TesC and the other investigated thioesterases, the TesA' thioesterase also produced shorter chain FFAs (e.g., myristic acid) and unsaturated FFAs (e.g., cis-vaccenic acid (18:1Δ11)). A comparison of the remaining 3 A. baylyi ADP1 thioesterases (encoded by the tesB, tesC, and tesD genes) revealed that only the strain containing the tesC gene produced statistically higher levels of FFAs over the control, suggesting that it possesses the acyl-ACP thioesterase activity. Both E. coli strains containing the tesB and tesD genes produced levels of FFAs similar to those of the plasmid-free control E. coli strain, which indicates that TesB and TesD lack the acyl-ACP thioesterase activity.
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Affiliation(s)
- Rahul Ukey
- a Department of Biology, University of Louisiana at Lafayette, Lafayette, LA 70504, USA
| | - William E Holmes
- b Energy Institute, University of Louisiana at Lafayette, Lafayette, LA 70504, USA
| | - Rakesh Bajpai
- c Department of Chemical Engineering, University of Louisiana at Lafayette, Lafayette, LA 70504, USA
| | - Andrei Y Chistoserdov
- a Department of Biology, University of Louisiana at Lafayette, Lafayette, LA 70504, USA
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Plácido J, Capareda S. Conversion of residues and by-products from the biodiesel industry into value-added products. BIORESOUR BIOPROCESS 2016. [DOI: 10.1186/s40643-016-0100-1] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022] Open
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